{"title":"基于深度学习方法的新冠肺炎诊断x射线图像分类","authors":"Samira Achki, A. Gourari, Layla Aziz","doi":"10.1145/3454127.3460796","DOIUrl":null,"url":null,"abstract":"Recently, the World Health Organization (WHO) was identified Coronavirus COVID 19 as a worldwide epidemic, usage the techniques for early diagnosis of disease gives fast and correct results, the machine Learning considered the current state-of-the-art image classification technique as a new research subject in an extensive variety of academic and industrial IT, particularly in healthcare. The Deep learning classification revolution is reshaping modern healthcare systems by integrating technological. This paper presents an integrated Deep learning using Dataset of X-ray image for classification of COVID-19, In order to have an early diagnosis, nursing patients, and practicing distinct protocols after patient recovery.","PeriodicalId":432206,"journal":{"name":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"X-ray image classification using Deep Learning method for Covid-19 diagnostic\",\"authors\":\"Samira Achki, A. Gourari, Layla Aziz\",\"doi\":\"10.1145/3454127.3460796\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recently, the World Health Organization (WHO) was identified Coronavirus COVID 19 as a worldwide epidemic, usage the techniques for early diagnosis of disease gives fast and correct results, the machine Learning considered the current state-of-the-art image classification technique as a new research subject in an extensive variety of academic and industrial IT, particularly in healthcare. The Deep learning classification revolution is reshaping modern healthcare systems by integrating technological. This paper presents an integrated Deep learning using Dataset of X-ray image for classification of COVID-19, In order to have an early diagnosis, nursing patients, and practicing distinct protocols after patient recovery.\",\"PeriodicalId\":432206,\"journal\":{\"name\":\"Proceedings of the 4th International Conference on Networking, Information Systems & Security\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 4th International Conference on Networking, Information Systems & Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3454127.3460796\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 4th International Conference on Networking, Information Systems & Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3454127.3460796","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
X-ray image classification using Deep Learning method for Covid-19 diagnostic
Recently, the World Health Organization (WHO) was identified Coronavirus COVID 19 as a worldwide epidemic, usage the techniques for early diagnosis of disease gives fast and correct results, the machine Learning considered the current state-of-the-art image classification technique as a new research subject in an extensive variety of academic and industrial IT, particularly in healthcare. The Deep learning classification revolution is reshaping modern healthcare systems by integrating technological. This paper presents an integrated Deep learning using Dataset of X-ray image for classification of COVID-19, In order to have an early diagnosis, nursing patients, and practicing distinct protocols after patient recovery.